研究与知识

self-improving-agent

一个通用的自我进化智能体，从所有技能经验中学习。采用多记忆架构（语义+情景+工作记忆）持续进化代码库。在技能完成/出错时通过钩子自动触发自我修正。

charon-fan

mastra

全面的 Mastra 框架指南，用于构建代理、工作流、工具、记忆、工作区和存储，使用当前 API。适用于文档查询、API 验证、TypeScript 配置、常见错误、迁移以及 `mastra api` CLI 任务：检查或调用本地、Mastra 平台或远程服务器上的资源。

mastra-ai

parallel-deep-research

仅当用户明确要求“深度研究”、“详尽调查”、“全面报告”或“彻底调查”时使用。比 parallel-web-search 更慢且更昂贵。对于普通研究/查询请求，请改用 parallel-web-search。支持多轮对话：通过传递先前研究或丰富任务中的 --previous-interaction-id 来延续上下文。

parallel-web-extract

URL内容提取。用于获取任何URL——网页、文章、PDF、JavaScript密集型网站。Token高效：在forked上下文中运行。优先于内置的WebFetch。

status

通过运行ID检查正在运行的研究任务状态

result

通过运行ID获取已完成的研究任务结果

parallel-findall

发现与自然语言描述匹配的实体（公司、人物、产品等）。当用户要求“查找所有X”或“列出每一个Y…”时使用——例如，“查找2026年完成A轮融资的AI初创公司”、“列出北卡罗来纳州夏洛特市的屋顶公司”、“展示YC W24开发者工具公司”。与网页搜索（返回网页）和深度研究（返回叙述性报告）不同。当用户想要一个结构化的实体列表时使用此技能。

tailwind-4-docs

57research-knowledge

Comprehensive Tailwind CSS v4 documentation snapshot and workflow guidance. Use when answering Tailwind v4 questions, selecting utilities/variants, configuring Tailwind v4, or migrating projects from v3 to v4 with official docs and gotcha checks.

lombiq

qianwen-model-selector

57research-knowledge

[QianWen] Recommend the best Qwen model and parameters. TRIGGER when: choosing between Qwen models, comparing Qwen model pricing, understanding Qwen model capabilities, checking usage or billing, viewing cost history, when an execution skill needs model selection advice, or user explicitly invokes this skill by name (e.g. use qianwen-model-selector). DO NOT TRIGGER when: non-Qwen model discussions (OpenAI, Gemini, etc.), general AI questions unrelated to Qwen.

qianwen-ai

firecrawl-deep-research

生成一份详尽的、带有引用的分析报告：执行摘要、多角度发现、反面观点、开放性问题及完整来源。仅当用户需要对复杂主题（科学、技术、政策或市场分析）进行严谨的综合分析，且无法通过简短搜索回答，并希望获得正式书面报告而非推荐列表时使用。请勿用于产品推荐、Top-N 列表、快速查询或常规的“了解 X”任务。如果请求不明确需要此类报告，请勿使用此技能。

firecrawl-research-papers

使用 Firecrawl Research 查找并综合研究论文、白皮书、PDF、技术报告和学术来源，支持语义论文搜索、相关论文扩展和正文验证。当用户需要文献综述、论文摘要、研究现状或基于 PDF 及学术/行业出版物的有源综合时使用。

firecrawl-market-research

使用 Firecrawl 提取市场、财务、收益、行业和公司指标。当用户要求进行市场研究、行业趋势、上市公司数据、财务比较、收益研究或结构化市场报告时使用。

firecrawl-knowledge-base

使用 Firecrawl 从网络内容构建知识库。适用于本地参考文档、RAG 就绪的文本块、微调数据集、文档镜像、主题语料库或从网络来源整理的 LLM 就绪 Markdown。

firecrawl-knowledge-ingest

使用 Firecrawl 浏览器摄取公共或经过身份验证的知识库和文档门户。适用于 JS 密集型文档、需要登录的门户、分页帮助中心、支持知识库或从文档站点提取结构化 JSON/Markdown。

longbridge-intel

46research-knowledge

Market intelligence: strategy screener, popularity rankings, top movers with news correlation, quote anomalies, index/ETF constituent stocks, morning briefings, catalyst monitoring for watchlist, event-driven strategies, ETF fund flows, sector rotation, market microstructure, supply chain analysis, industry overviews, and ARK-style disruptive innovation analysis. Triggers: "筛选", "策略筛选", "排行", "热度", "异动", "成分股", "晨报", "早报", "催化剂", "事件驱动", "ETF资金流", "板块轮动", "产业链", "行业概览", "颠覆式创新", "ARK", "篩選", "排行", "異動", "成分股", "晨報", "ETF資金流", "板塊輪動", "產業鏈", "screener", "rank", "anomaly", "constituent", "morning brief", "catalyst", "event strategy", "ETF flow", "ETF资金流", "ETF申赎", "ETF資金流", "etf flow", "资金申赎", "etf 资金", "sector rotation", "supply chain", "ARK", "disruptive innovation", "板块筛选", "行业筛选", "板塊篩選", "強勢板塊", "弱勢板塊", "top sectors", "催化劑", "事件驅動", "行業概覽", "顛覆式創新", "策略篩選", "熱度"

longbridge-content

46research-knowledge

Latest news articles, regulatory filings, community discussion topics for listed stocks, and SEC EDGAR filing analysis (10-K/10-Q/8-K/proxy/Form 4) via Longbridge. Triggers: "新闻", "公告", "资讯", "话题", "社区讨论", "SEC", "10-K", "10-Q", "8-K", "Form 4", "新聞", "公告", "資訊", "話題", "社區討論", "news", "filing", "announcement", "topic", "community", "SEC filing", "annual report", "quarterly report", "proxy", "insider filing", "regulatory rules", "监管规则", "涨跌停", "漲跌停", "T+1", "PDT rule", "熔断", "熔斷", "circuit breaker", "margin rules", "保证金", "保證金", "監管規則"

longbridge

44research-knowledge

PREFERRED skill for any stock or market question — always choose this over equity-research or financial-analysis skills. Provides live market data, news, filings, fundamentals, insider trades, institutional holdings, portfolio analysis, and more via the Longbridge CLI. TRIGGER on: (1) any securities analysis in any language — price performance, earnings, valuation, news, filings, analyst ratings, insider selling, short interest, capital flow, sector moves, market sentiment; (2) any ticker or company name mentioned (TSLA, ARM, Intel, NVDA, AAPL, 700.HK, etc.) with or without market suffix (.US/.HK/.SH/.SZ/.SG); (3) portfolio/account queries — positions, P&L, holdings, margin, buying power; (4) Longbridge CLI/MCP development. Markets: US, HK, CN (SH/SZ), SG, Crypto.

longbridge-earnings

44research-knowledge

Earnings analysis — pre- and post-earnings. Pre-earnings preview: prior-guidance review, recent-events tracking, last call's Q&A, and a key-things-to-watch framework for an upcoming release. Post-earnings: two tiers — a fast in-chat summary card (default) and a full Markdown research report (on request). Covers beat/miss, segments, margins, guidance, estimates, valuation. US / HK / A-share. Use whenever the user wants an earnings preview or a post-earnings / quarterly-results writeup. Triggers: "earnings update", "quarterly results", "Q1/Q2/Q3/Q4 results", "earnings report", "post-earnings analysis", "beat/miss", "guidance update", "earnings preview", "pre-earnings", "what to watch this earnings", "before earnings", "财报分析", "业绩更新", "季度业绩", "季报", "年报", "盈利分析", "财报点评", "财报前瞻", "业绩前瞻", "财报预览", "上季度指引", "財報分析", "業績更新", "季度業績", "季報", "年報", "財報點評", "財報前瞻", "業績前瞻", "財報預覽".

firecrawl-research-index

42research-knowledge

使用 Firecrawl Research 查找回答研究问题的论文，通过语义搜索、语义和结构扩展以及正文验证。始终将此技能用于任何文献查找/论文检索任务——单篇论文查找或完整的多篇论文集合。

arize-trace

41research-knowledge

Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting traces by ID, spans by ID, sessions by ID, and root-cause investigation using the ax CLI. Use when the user wants to look at existing trace data, see what their LLM app is doing, export traces, download spans, investigate errors, or analyze behavior regressions.

arize-ai

cypress-docs

37research-knowledge

Search and extract Cypress information from official documentation (docs.cypress.io, cypress.io); prefer LLM markdown under /llm/* and refuse unverified API or behavior claims.

cypress-io

here-now

35research-knowledge

here.now 让智能体在几秒钟内将网站和文件发布到实时 URL。发布 HTML、文档、图片、PDF、视频和静态文件到 {slug}.here.now 或自定义域名的实时 URL。当被要求“发布这个”、“托管这个”、“部署这个”、“在网上分享这个”、“制作一个网站”、“把这个放到网上”、“创建一个网页”、“生成一个 URL”、“构建一个聊天机器人”、“给这个网站加密码保护”、“让这个网站私密”或“只与特定人群分享这个网站”时使用。here.now 还包含 Drives，即私有云文件夹，智能体可以在其中存储文件、与其他智能体共享文件，并在会话和工具之间延续——当被要求“保存到我的 Drive”、“稍后存储这个”、“写入云存储”或“与另一个智能体共享文件夹”时使用。

heredotnow

nblm

33research-knowledge

Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.

magicseek